Study and analysis of the Butterfly Optimization Algorithm / Boumendjel ,Chabane  

Public ISBD Titre : Study and analysis of the Butterfly Optimization Algorithm Type de document : texte imprimé Auteurs : Boumendjel ,Chabane, Auteur ; Moussa,Semchedine, Directeur de thèse Importance : 1 vol (54 f .) Format : 29 cm Langues : Français (fre) Catégories : Thèses & Mémoires:Informatique Mots-clés : Optimization Bio-inspired algorithms Butterfly Optimization Algorithm Index. décimale : 004 - Informatique Résumé : Look deep into nature and you will understand everything better.” - Albert Einstein- From this standpoint we find a strong trend towards the use of the bio inspired systems. In this work, we are interested in one of the bio-inspired algorithms called the BOA (butterfly optimization algorithm) .Our work is study and analyze this algorithm by introducing the inertia coefficient that takes fixed or dynamic values using specific formulas, it works to ensure a balance between local search (exploitation) and global search (exploration). These algorithms were tested on a set of benchmark functions, and the results showed the effectiveness of improving these algorithms, by adding the inertia coefficient who gives to the algorithm more efficiency in obtaining the global optimum and accelerating the velocity of convergence. Côte titre : MAI//0515 En ligne : https://drive.google.com/file/d/10I7PdSNQ0SiBN3JL_E5-63bgYNSs9dbY/view?usp=shari [...] Format de la ressource électronique : pdf Study and analysis of the Butterfly Optimization Algorithm [texte imprimé] / Boumendjel ,Chabane, Auteur ; Moussa,Semchedine, Directeur de thèse . - [s.d.] . - 1 vol (54 f .) ; 29 cm. Langues : Français (fre) Catégories : Thèses & Mémoires:Informatique Mots-clés : Optimization Bio-inspired algorithms Butterfly Optimization Algorithm Index. décimale : 004 - Informatique Résumé : Look deep into nature and you will understand everything better.” - Albert Einstein- From this standpoint we find a strong trend towards the use of the bio inspired systems. In this work, we are interested in one of the bio-inspired algorithms called the BOA (butterfly optimization algorithm) .Our work is study and analyze this algorithm by introducing the inertia coefficient that takes fixed or dynamic values using specific formulas, it works to ensure a balance between local search (exploitation) and global search (exploration). These algorithms were tested on a set of benchmark functions, and the results showed the effectiveness of improving these algorithms, by adding the inertia coefficient who gives to the algorithm more efficiency in obtaining the global optimum and accelerating the velocity of convergence. Côte titre : MAI//0515 En ligne : https://drive.google.com/file/d/10I7PdSNQ0SiBN3JL_E5-63bgYNSs9dbY/view?usp=shari [...] Format de la ressource électronique : pdf

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Code-barres	Cote	Support	Localisation	Section	Disponibilité
MAI/0515	MAI/0515	Mémoire	Bibliothéque des sciences	Anglais	Disponible Disponible

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